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Table 1 Environment list and specification for Data Collection component and Machine Learning component

From: Understanding quality of analytics trade-offs in an end-to-end machine learning-based classification system for building information modeling

 

Platform

Component

Threads

Memory

GPU

Env A

Local Machine

All

12

16

Nvidia GTX 1660

Env B

AWS

Data Collection

2

16

N/A

Machine Learning

4

32

N/A

Env C

AWS

Data Collection

4

32

N/A

Machine Learning

4

16

Nvidia T4